{"id":"W6893608142","doi":"10.5281/zenodo.3866898","title":"Cylindroiulus limitaneus","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Face and Expression Recognition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Distribution (mathematics); Habitat; Natural (archaeology); Vegetation (pathology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003976797,0.00009514375,0.00009167919,0.0001106649,0.004637015,0.002841485,0.002864554,0.00005209367,0.002011832],"category_scores_gemma":[0.0005693022,0.00009516189,0.00004340429,0.0001245343,0.0001003884,0.0008847147,0.00221728,0.0001743197,0.01475269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004247802,"about_ca_system_score_gemma":0.000002516507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009359446,"about_ca_topic_score_gemma":1.517739e-7,"domain_scores_codex":[0.9987977,0.0001172902,0.0001448158,0.000366311,0.0002919709,0.0002819722],"domain_scores_gemma":[0.9983239,0.00001422184,0.0001198499,0.001075399,0.0003143791,0.0001523139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001435336,0.00008301876,0.00000358052,0.00001598008,0.00001360873,0.00003731609,0.000497509,0.00001159521,0.00343454,0.007897472,0.08589989,0.9020911],"study_design_scores_gemma":[0.0004600796,0.0001527248,0.002881606,0.00003624726,0.000004461122,0.0001431609,0.00005927798,0.00378278,0.003173674,0.001838569,0.9872668,0.0002006397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01329824,0.0000552983,0.09061658,0.005053474,0.0004550147,0.0003411092,0.00004850279,0.001553956,0.8885778],"genre_scores_gemma":[0.9960653,0.00005809257,0.002216888,0.0002322279,0.000120181,2.545329e-8,0.0001334781,0.000393373,0.0007804225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.982767,"threshold_uncertainty_score":0.9989005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05188510660751094,"score_gpt":0.2589737629613834,"score_spread":0.2070886563538724,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}